Staff Data Scientist
Tasks
- Collaborate with engineers, product managers, and stakeholders
- Deploy and monitor production machine learning systems
- Design and implement machine learning and statistical models
- Guide model architecture and modeling standards
- Identify data science opportunities
- Lead experimentation and validation
- Leverage AI tools to improve development workflow
- Mentor data scientists
- Own machine learning lifecycle
Perks/Benefits
Skills/Tech-stack
A/B | A/B Testing | AWS | AWS Glue | Amazon Athena | Amazon Bedrock | Amazon SageMaker | B testing | CI/CD | Causal Inference | Data Drift | Data Drift Detection | Data Processing | Deep learning | Distributed data | Distributed data processing | Drift Detection | DynamoDB | Explainability | Human Feedback | Learning from Human Feedback | MLOps | Machine Learning | Model Evaluation | Model Monitoring | PyTorch | Python | Real Time | Real-time Inference | Reinforcement Learning | Reinforcement Learning from Human Feedback | Retraining | SQL | Scikit-learn | Statistical modeling | TensorFlow | Testing | Time Series | Tree-based Models | Version control
Education
Roles
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